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Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM Understanding of Paired-Focus Constructions
arXiv:2605.31586v1 Announce Type: new Abstract: Grasping the semantics of rare constructions (form-meaning pairings) has been shown to be a challenging problem that has currently only been solved by the largest LLMs. It remains an open question if open-source models have robust constructional understanding, and if so, what learning dynamics underlie the acquisition of this knowledge. Focusing on a set of rare Paired-Focus constructions in English (e.g. "let alone", "much less"), we construct...
UK construction company plunges into liquidation after 40 years
UK construction company plunges into liquidation after 40 years The company, based in Bolton, has been voluntarily wound up after a special resolution was passed and joint liquidators from Cowgills appointed to oversee the process A construction company led by two directors who have previously carried out projects for Wetherspoon and JD Sports has been wound up. Juma Construction Group's Matthew Hoyes and Julian Kirkpatrick boast a combined 40 years of experience in the industry, according...
Formally Solving Answer-Construction Problems in Lean
arXiv:2505.18492v5 Announce Type: replace Abstract: Mathematical competition problems fall into two broad types: theorem proving, which asks for a proof of a given statement, and answer construction, which requires constructing a property-satifying object with proofs. With recent advances in large language models (LLMs), formal theorem-proving techniques have made substantial progress on theorem-proving problems, yet formal answer construction remains less studied. This exposes a mismatch...
Structure and Construction of Two-Dimensional Minimal Linear Codes over the rings $\mathbb{Z}_{p^n}$ with Applications to Secret Sharing
arXiv:2312.15954v3 Announce Type: replace Abstract: Minimal linear codes play an important role in coding theory and cryptography, particularly in the construction of secret sharing schemes. In this paper, we investigate the structure and construction of two-dimensional minimal linear codes over the finite rings $\mathbb{Z}_{p^n}$. We provide an explicit construction of a family of two-dimensional linear codes generated by a structured $2\times m$ matrix over $\mathbb{Z}_{p^n}$ and prove...
Homes evacuated in Coventry after unexploded WWII bomb found at construction site
Homes evacuated in Coventry after unexploded WWII bomb found at construction site A major police alert has been issued after builders discovered an unexploded World War II bomb at a construction site in Coventry, forcing 96 homes to be evacuated A major police operation has resulted in nearly 100 homes being evacuated after construction workers unearthed an unexploded World War II bomb. West Midlands Police issued the order for residents to vacate 96 properties after the hazardous wartime...
AlgoTouch: An Execution-Centered Approach to Incremental Construction of Imperative Programs
arXiv:2606.03349v1 Announce Type: new Abstract: Program construction in imperative languages remains largely based on writing textual code that specifies sequences of instructions operating on program data. This approach requires developers to anticipate the effects of instructions on evolving data states, which increases cognitive load and the likelihood of errors during early and incremental development. This paper presents AlgoTouch, an execution-based system for incremental construction...
Applications to protect Victoria Park rejected ahead of construction of Olympic stadium
Federal minister Murray Watt rejects two applications to protect Victoria Park ahead of Olympic stadium construction Sun 31 May 2026 at 4:21pm The federal government has rejected two cultural heritage protection applications for Brisbane's Victoria Park, ahead of construction starting on the 63,000-seat Olympic stadium on Monday. From midnight, the Games Independent Infrastructure and Coordination Authority (GIICA) will take over ownership of Victoria Park from the Brisbane City Council, so...
Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions
arXiv:2501.04661v3 Announce Type: replace Abstract: The web-scale of pretraining data has created an important evaluation challenge: to disentangle linguistic competence on cases well-represented in pretraining data from generalization to out-of-domain language, specifically the dynamic, real-world instances less common in pretraining data. To this end, we construct a diagnostic evaluation to systematically assess natural language understanding in LLMs by leveraging Construction Grammar...
Basis construction for polynomial spline spaces over arbitrary T-meshes
arXiv:2508.12950v3 Announce Type: replace Abstract : This paper presents the first method for constructing bases for polynomial spline spaces over an arbitrary T-meshes (PT-splines for short). We construct spline basis functions for an arbitrary T-mesh by first converting the T-mesh into a diagonalizable one via edge extension, ensuring a stable dimension of the spline space.
Some Essential Constructive Foundations for Systems and Control
arXiv:2606.08803v1 Announce Type: new Abstract: This work develops several constructive foundations for systems and control within Bishop-style constructive mathematics. For an engineer, the guiding principle is that an object claimed to exist, such as a trajectory, an optimal control law, a selector, or a viable solution, should come with finite data and an operation computing approximations to any prescribed precision. The style remains close to classical analysis, but existential...